0.1.0 - Anemoi training - First release

What's Changed

Added

Subcommands

• Subcommand for training anemoi-training train
• Subcommand for config generation of configs
• Subcommand for mlflow: login and sync
• Subcommand for checkpoint handling

Functionality

• Searchpaths for Hydra configs, to enable configs in CWD, ANEMOI_CONFIG_PATH env, and .config/anemoi/training in addition to package defaults
• MlFlow token authentication
• Configurable pressure level scaling

Continuous Integration / Deployment

• Downstream CI to test all dependencies with changes
• Changelog Status check
• Readthedocs PR builder
• Changelog Release Updater Workflow

Miscellaneous

• Extended ruff Ruleset
• Added Docsig pre-commit hook
• __future__ annotations for typehints
• Added Typehints where missing
• Added Changelog
• Correct errors in callback plots
• fix error in the default config
• example slurm config

Changed

Move to Anemoi Ecosystem

• Fixed PyPI packaging
• Use of Anemoi models
• Use of Anemoi graphs
• Adjusted tests to work with new Anemoi ecosystem
• Adjusted configs to reasonable common defaults

Functionality

• Changed hardware-specific keys from configs to ??? to trigger "missing"
• __len__ of NativeGridDataset
• Configurable dropout in attention layer

Docs

• First draft on Read the Docs
• Fixed docstrings

Miscellaneous

• Moved callbacks into folder to facilitate future refactor
• Adjusted PyPI release infrastructure to common ECMWF workflow
• Bumped versions in Pre-commit hooks
• Fix crash when logging hyperparameters with missing values in the config
• Fixed "null" tracker metadata when tracking is disabled, now returns an empty dict
• Pinned numpy<2 until we can test all migration
• ci: path ignore of docs for downstream ci
• ci: make python QA reusable
• ci: permissions on changelog updater

Removed

• Dependency on mlflow-export-import
• Specific user configs
• len function of NativeGridDataset as it lead to bugs

Release Work

• @gmertes made their first contribution in #2
• @theissenhelen made their first contribution in #11
• @sahahner made their first contribution in #24
• @JesperDramsch made their first contribution in #28
• @mc4117 and @gareth-j made their first contribution in #25

Original Contributions in AIFS by

• @ssmmnn11
• @mishooax
• @mchantry
• @JPXKQX
• @anaprietonem
• @gabrieloks
• @Rilwan-Adewoyin
• @stietsche
• @jakob-schloer
• The ECMWF AIFS team.

Full Changelog: https://github.com/ecmwf/anemoi-training/blob/develop/CHANGELOG.md#0.1.0